BigProfiles.ai

february 2025

AI Platform V 2.32

🧠 Best Option Model

Identifies and recommends the optimal choice among multiple options by analyzing complex data and delivering precise suggestions. Perfect for scenarios where selecting the best alternative is critical, such as advanced classifications or automated decision-making.

🧠 Regression Model

The “Value” model now offers two different maximization algorithms. You can select your preference inside our Target Builder.

🔗 Faster tagging

Allows users to easily tag dataset columns as either “Target” or “Ignore”. Streamline data preparation and ensure your models focus only on the most relevant inputs for optimal performance.

📊 Advanced model dashboard improvements

This dashboard offers a comprehensive and more advanced view of your model. Additionally, it introduces new customization options, allowing you to fine-tune the model settings for even greater flexibility and optimized results tailored to your specific needs.

🛠️ Enhanced Health for a smoother experience

This section has been completely redesigned and is now divided into three pages: “Alerts,” “Data,” and “Target” to improve clarity and ease of use.

🔮 Various Feature Selection Enhancements for Optimized Join Operations

Improves the accuracy and reliability of prediction scores, and boosting the model’s performance for more precise outcomes.

🛠️ Various improvements on known problems and bug fixing

Address known issues from previous system versions, ensuring greater stability and overall reliability.

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